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作者:

Tu, Shanshan (Tu, Shanshan.) | Waqas, Muhammad (Waqas, Muhammad.) | Rehman, Sadaqat Ur (Rehman, Sadaqat Ur.) | Mir, Talha (Mir, Talha.) | Halim, Zahid (Halim, Zahid.) | Ahmad, Iftekhar (Ahmad, Iftekhar.)

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EI Scopus SCIE

摘要:

Fog computing is an emerging technology that aims at reducing the load on cloud data centers by migrating some computation and storage toward end-users. It leverages the intermediate servers for local processing and storage while making it possible to offload part of the computation and storage to the cloud. Inspired by the benefits of fog computing, we present a novel paradigm that considers the context of social phenomena. Online and off-line human interactions and the mobile social network's relentless growth allowed real-world data and created users' traces. We categorize social phenomena into two main groups to integrate with fog computing from social interactions' continuous development. In this regard, the first contribution addresses the social relationship between the end-users and fog nodes based on personal benefits. The social relationship considers trust, reciprocity, incentives, and selfishness mechanisms. The second contribution describes the group-based social behavior, i.e., centrality, community, and colocation in fog computing networks (FCNs). We also discuss the impact of social phenomena on FCNs in network performance, resource allocations, security, and privacy. We present open challenges and highlight future directions on social perception to encourage follow-up work.

关键词:

mobile users social interactions Data centers Fog computing Peer-to-peer computing Security Servers Edge computing Cloud computing Social networking (online)

作者机构:

  • [ 1 ] [Tu, Shanshan]Beijing Univ Technol, Fac Informat Technol, Engn Res Ctr Intelligent Percept & Autonomous Con, Beijing 100124, Peoples R China
  • [ 2 ] [Waqas, Muhammad]Beijing Univ Technol, Fac Informat Technol, Engn Res Ctr Intelligent Percept & Autonomous Con, Beijing 100124, Peoples R China
  • [ 3 ] [Waqas, Muhammad]Ghulam Ishaq Khan Inst Engn Sci & Technol, Fac Comp Sci & Engn, Topi 23460, Pakistan
  • [ 4 ] [Halim, Zahid]Ghulam Ishaq Khan Inst Engn Sci & Technol, Fac Comp Sci & Engn, Topi 23460, Pakistan
  • [ 5 ] [Rehman, Sadaqat Ur]Namal Inst, Dept Comp Sci, Mianwali 42250, Pakistan
  • [ 6 ] [Mir, Talha]Balochistan Univ Informat Technol Engn & Manageme, Dept Elect Engn, Quetta 87650, Pakistan
  • [ 7 ] [Ahmad, Iftekhar]Edith Cowan Univ, Sch Engn, Perth, WA 6027, Australia

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来源 :

IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS

ISSN: 2329-924X

年份: 2021

期: 1

卷: 9

页码: 32-44

5 . 0 0 0

JCR@2022

JCR分区:2

被引次数:

WoS核心集被引频次: 30

SCOPUS被引频次: 29

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 4

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